关键词: 新能源汽车；电驱动系统；人工智能；技术创新；案例研究

Abstract: In this paper, the future development trend and prospect of electric drive system are systematically analyzed and studied based on artificial intelligence (AI). This paper analyzes the market demand and technological innovation of the electric drive system, analyzes the technical prospect of the electric drive system, discusses the future technological development and key technologies from the aspects of motor type, control strategy, fault diagnosis, etc., and gives the methods and suggestions based on AI. Through two case studies, two kinds of motor control systems based on deep learning and neural network are introduced, and experimental bench tests are carried out to verify the system performance and advantages. The article also analyzes the policy environment and standard setting based on AI electric drive systems, and predicts the development trends in the next few years. The results show that the application value and development potential of AI in the future electric drive system is huge, and it is a trend of future technology development, which provides some references and enlightenment for researchers and engineers in related fields.

Key words: New energy vehicle; Electric drive system; Artificial intelligence; Technological innovation; Case study